{"id":"W2480239783","doi":"10.1522/24897454","title":"Sociologie","year":2006,"lang":"fr","type":"book","venue":"Classiques des sciences sociales.","topic":"German Social Sciences and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.004047089,0.0009673827,0.001274619,0.0003271991,0.01324487,0.0006402067,0.003051784,0.00203011,0.001669794],"category_scores_gemma":[0.0003094741,0.0009891212,0.001104789,0.00175425,0.4001417,0.001173043,0.0004741577,0.001197993,0.00177794],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02759135,"about_ca_system_score_gemma":0.02496627,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02558773,"about_ca_topic_score_gemma":0.04131877,"domain_scores_codex":[0.9903856,0.001800551,0.001149845,0.001751345,0.002304649,0.002607997],"domain_scores_gemma":[0.9961225,0.001090452,0.001231786,0.0004194579,0.0005327869,0.000602984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003012872,0.0001083797,0.001603843,0.00007555894,0.0000295805,0.00002224696,0.004453328,0.0000183432,0.0000119255,0.6755223,0.3067552,0.01139634],"study_design_scores_gemma":[0.0001163042,0.0002023707,0.00122638,0.0001638318,0.00008831682,0.000002646215,0.00127621,0.00003695939,0.000002656524,0.366796,0.6292607,0.0008277114],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002695588,0.00887381,0.0002598952,0.003493939,0.0047094,0.0006427743,0.000107873,0.0004595896,0.9787571],"genre_scores_gemma":[0.1246523,0.002667244,0.002393198,0.0009781783,0.005521377,0.00003985277,0.00005685109,0.00007428785,0.8636168],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3868968,"threshold_uncertainty_score":0.9992655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3286570991786285,"score_gpt":0.3915823611470954,"score_spread":0.06292526196846693,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}